Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding

作者: Pinghui Wang , Jing Tao , Kaikai Song , Xuefeng Du , Lin Lan

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摘要: … networks. To cope with this problem, we propose a novel Meta Transformed Network Embedding … Additionally, we introduce an embedding transformation function that remedies the …

参考文章(44)
Lei Tang, Huan Liu, Relational learning via latent social dimensions Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '09. pp. 817- 826 ,(2009) , 10.1145/1557019.1557109
Shaosheng Cao, Wei Lu, Qiongkai Xu, GraRep: Learning Graph Representations with Global Structural Information conference on information and knowledge management. pp. 891- 900 ,(2015) , 10.1145/2806416.2806512
Ilya Sutskever, Tomas Mikolov, Greg S Corrado, Kai Chen, Jeff Dean, Distributed Representations of Words and Phrases and their Compositionality neural information processing systems. ,vol. 26, pp. 3111- 3119 ,(2013)
Prithviraj Sen, Galileo Namata, Mustafa Bilgic, Lise Getoor, Brian Galligher, Tina Eliassi-Rad, Collective Classification in Network Data Ai Magazine. ,vol. 29, pp. 93- 106 ,(2008) , 10.1609/AIMAG.V29I3.2157
Ilya Sutskever, Geoffrey E. Hinton, Alex Krizhevsky, ImageNet Classification with Deep Convolutional Neural Networks neural information processing systems. ,vol. 25, pp. 1097- 1105 ,(2012)
Geoffrey Hinton, Laurens van der Maaten, Visualizing Data using t-SNE Journal of Machine Learning Research. ,vol. 9, pp. 2579- 2605 ,(2008)
Daixin Wang, Peng Cui, Wenwu Zhu, Structural Deep Network Embedding knowledge discovery and data mining. pp. 1225- 1234 ,(2016) , 10.1145/2939672.2939753
Wei Lu, Qiongkai Xu, Shaosheng Cao, Deep neural networks for learning graph representations national conference on artificial intelligence. pp. 1145- 1152 ,(2016)
Juzheng Li, Jun Zhu, Bo Zhang, Discriminative Deep Random Walk for Network Classification Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). ,vol. 1, pp. 1004- 1013 ,(2016) , 10.18653/V1/P16-1095
Jifan Chen, Qi Zhang, Xuanjing Huang, Incorporate Group Information to Enhance Network Embedding conference on information and knowledge management. pp. 1901- 1904 ,(2016) , 10.1145/2983323.2983869